SHORT NOTE
|
doi:10.20944/preprints202105.0689.v1
Subject:
Physical Sciences,
Mathematical Physics
Keywords:
complex networks; network models; link prediction; automata theory; network automata; Cannistraci-Hebb; stacking modelling
Online: 28 May 2021 (10:13:43 CEST)
ARTICLE
|
doi:10.20944/preprints202101.0632.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
PV plants; Self-Organizing Maps; Fault Prediction; Inverter Module; Key Performance Indicator; Lost Production
Online: 29 January 2021 (15:42:39 CET)
ARTICLE
|
doi:10.3390/sci2040080
Subject:
Social Sciences,
Urban Studies And Planning
Keywords:
urban sprawl; GlobeLand30; LULC change; remote sensing; cellular automata; Markov chain; growth prediction; Lagos
Online: 22 October 2020 (00:00:00 CEST)
ARTICLE
Subject:
Environmental And Earth Sciences,
Water Science And Technology
Keywords:
water resource management; water consumption prediction; Markov chain; autoregressive moving average model; error correction
Online: 10 January 2020 (07:09:20 CET)
ARTICLE
|
doi:10.20944/preprints201812.0061.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
adaptive filtering; set-membership filtering; quaternion; SM-QNLMS; wind profile prediction; quaternionic adaptive beamforming
Online: 5 December 2018 (04:21:21 CET)
ARTICLE
|
doi:10.20944/preprints201811.0461.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
Software quality; cross-project defect prediction; multi-source; dissimilarity space; arc-cosine kernel function
Online: 19 November 2018 (11:48:50 CET)
REVIEW
|
doi:10.20944/preprints201709.0163.v1
Subject:
Medicine And Pharmacology,
Pulmonary And Respiratory Medicine
Keywords:
next-generation sequencing; whole-genome sequencing; hospital-acquired pneumonia; antibiotic resistance; prediction; clinical metagenomics
Online: 30 September 2017 (04:49:23 CEST)
ARTICLE
|
doi:10.20944/preprints202107.0128.v1
Subject:
Chemistry And Materials Science,
Biomaterials
Keywords:
Spectrally selective coating; Optical properties; Thermal stability; High temperature emissivity; Energy activation; Prediction of lifetime test; Thermal aging.
Online: 6 July 2021 (09:29:09 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0394.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
deep learning; DNN; machine learning; breast cancer; metastasis, metastatic breast cancer, distant recurrence of breast cancer metastasis; prediction; clinical; EHR
Online: 29 June 2022 (04:06:16 CEST)
ARTICLE
|
doi:10.20944/preprints201806.0013.v1
Subject:
Business, Economics And Management,
Econometrics And Statistics
Keywords:
sustainability; trust; distress; transport services; road freight transport; modal shift potential; shift paradigm; modelling; prediction; General Discriminant Analysis
Online: 1 June 2018 (10:44:39 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0336.v3
Subject:
Biology And Life Sciences,
Agricultural Science And Agronomy
Keywords:
Prediction accuracy; Mixed linear and Bayesian models; Machine Learning algorithms; Training set size and composition; Parametric and nonparametric models
Online: 17 September 2020 (05:41:51 CEST)
ARTICLE
|
doi:10.20944/preprints201811.0623.v1
Subject:
Biology And Life Sciences,
Plant Sciences
Keywords:
genomic selection; genomic prediction; genotyping by sequencing; pasmo resistance; pasmo severity; quantitative trait loci; single nucleotide polymorphism; Septoria linicola; flax
Online: 30 November 2018 (08:39:11 CET)
ARTICLE
|
doi:10.20944/preprints202406.0404.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Physics-informed neural networks; Metal additive manufacturing; Online learning; Real-time modeling; Temperature field prediction
Online: 6 June 2024 (12:39:30 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1111.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Failure prediction; Machine Learning; Deep Learning; Predictive Maintenance; Compressor; Blood refrigerator; Nitrogen generator; Wrapping machine
Online: 17 April 2024 (11:41:43 CEST)
ARTICLE
|
doi:10.20944/preprints202401.1672.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
pedestrian detection; aerial image; attention mechanism; multi-scale prediction; convolutional neural network; new benchmark dataset
Online: 23 January 2024 (09:19:12 CET)
ARTICLE
|
doi:10.20944/preprints202312.2174.v1
Subject:
Engineering,
Transportation Science And Technology
Keywords:
low-volume roads; crash prediction; Empirical Bayes; network screening; classification and regression tree; risk factors
Online: 28 December 2023 (15:05:44 CET)
ARTICLE
|
doi:10.20944/preprints202308.1698.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
AlphaFold; protein structure prediction; topological barriers; knotted proteins; topology validation; residue gas model; overlapping residues
Online: 24 August 2023 (03:52:14 CEST)
ARTICLE
|
doi:10.20944/preprints202307.1567.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Energy consumption prediction; Energy management; Time series forecasting; Building energy consumption forecast; Covid-19 pandemic
Online: 24 July 2023 (08:47:09 CEST)
REVIEW
|
doi:10.20944/preprints202307.1341.v1
Subject:
Biology And Life Sciences,
Biology And Biotechnology
Keywords:
vaccine adaption; product life cycle; nanocarrier; mRNA vaccines; vaccine market; protein structure prediction; digital twin
Online: 20 July 2023 (02:34:07 CEST)
ARTICLE
|
doi:10.20944/preprints202307.0288.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Idiosyncratic Volatility Estimation/Prediction; Machine Learning; Deep learning Based Regression; Tree-Based Regression; Artificial Intelligence
Online: 6 July 2023 (02:14:16 CEST)
ARTICLE
|
doi:10.20944/preprints202305.1658.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Virtual screening; Bioactivity prediction; Equivariant graph neural network; Multiple instance learning; Molecular conformation; Benchmark dataset
Online: 23 May 2023 (13:05:48 CEST)
ARTICLE
|
doi:10.20944/preprints202304.1080.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
chemistry laboratory accident; risk factor analysis; laboratory accident system; manual accident database; quantitative prediction risk
Online: 27 April 2023 (13:08:49 CEST)
ARTICLE
|
doi:10.20944/preprints202212.0062.v1
Subject:
Computer Science And Mathematics,
Computer Vision And Graphics
Keywords:
graph neural network; motif-based representation; molecular property prediction; graph matching; interpretability; GPU-enabled accelerating.
Online: 5 December 2022 (06:57:41 CET)
REVIEW
|
doi:10.20944/preprints202204.0289.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
stroke; CNS; ischaemic; haemorrhagic; biomarker; panel; young adults; children; triage; specifici-ty; sensitivity; prediction values
Online: 29 April 2022 (07:44:11 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0237.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Software reliability; deep learning; long short-term memory; project similarity and clustering; cross-project prediction
Online: 18 October 2021 (10:33:39 CEST)
ARTICLE
|
doi:10.20944/preprints202110.0037.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
photovoltaic generation forecast; probabilistic forecast; prediction interval; ensemble forecast; day ahead forecasting; multiple PV forecasting
Online: 4 October 2021 (09:55:37 CEST)
ARTICLE
|
doi:10.20944/preprints202105.0453.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
dairy cattle; prediction model; methane conversion factor; dry matter intake; fatty acid; neutral detergent fiber
Online: 19 May 2021 (16:49:00 CEST)
ARTICLE
|
doi:10.20944/preprints201908.0131.v1
Subject:
Biology And Life Sciences,
Anatomy And Physiology
Keywords:
pharmacogenomics; immune checkpoint blockade; immunotherapy; drug response prediction; algorithm; mathematical model; precision medicine; personalized medicine
Online: 11 August 2019 (14:51:14 CEST)
ARTICLE
|
doi:10.20944/preprints201808.0139.v2
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
Forest Fire; Prediction Model; Energy-Efficient; Sensors; WSN; X-MAC; Hybrid; Adaptive; Duty-Cycle; Protocol
Online: 3 September 2018 (10:09:11 CEST)
ARTICLE
|
doi:10.20944/preprints201807.0086.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
vibration measurement; frequency prediction; deep learning; convolutional neural network; photogrammetry; computer vison; non-contact measurement
Online: 5 July 2018 (08:31:00 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0194.v1
Subject:
Biology And Life Sciences,
Virology
Keywords:
insect viruses; arthropod virus; distant homology detection; remote homology detection; virulence factor; tospovirus; structure prediction; cypovirus; small protrusion domain
Online: 2 June 2023 (11:45:35 CEST)
ARTICLE
|
doi:10.20944/preprints202305.0737.v1
Subject:
Engineering,
Civil Engineering
Keywords:
seismic sequence; interpretable machine learning; successive earthquakes; seismic dama-ge prediction; seismic damage accumulation; machine learning; explainable machine learning
Online: 10 May 2023 (10:35:55 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0120.v1
Subject:
Environmental And Earth Sciences,
Environmental Science
Keywords:
Miscanthus; remote sensing; UAV; multispectral images; high-throughput phenotyping; machine learning; yield prediction; trait estimation; PROSAIL; multi-sensor interoperability
Online: 8 June 2022 (09:44:59 CEST)
ARTICLE
|
doi:10.20944/preprints202203.0188.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Seismic Sequence; Machine Learning Algorithms; Repeated Earthquakes; Structural Damage Prediction; Intensity Measures; Damage Accumulation; Machine Learning; Artificial Neural Network
Online: 14 March 2022 (11:57:51 CET)
ARTICLE
|
doi:10.20944/preprints202102.0001.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
Giant cell arteritis; anterior ischemic optic neuropathy; clinical prediction rule; diagnostic algorithm; C-reactive protein; temporal compression sonography; ultrasound
Online: 1 February 2021 (08:44:33 CET)
REVIEW
Subject:
Biology And Life Sciences,
Neuroscience And Neurology
Keywords:
Analysis of variance; Variance-decomposition; The Bayesian brain; High-dimensional data; Association; Explanation; Prediction; Causation; The neural law of large numbers
Online: 23 September 2021 (11:13:08 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0033.v1
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Smart Home (SH); Prediction; Artificial Neural Network (ANN); Fiber Bragg Grating (FBG); occupancy; number of person recognition; Scaled Conjugate Gradient (SCG)
Online: 4 January 2020 (08:32:18 CET)
ARTICLE
|
doi:10.20944/preprints202312.1937.v1
Subject:
Physical Sciences,
Other
Keywords:
Remote Sensing; Space Weather; Exterme Events; Solar-Terrestrial relationsnsip; Weather prediction; Atmospheric Electric Field; Geomagneticallt induced lectric currents
Online: 26 December 2023 (06:12:57 CET)
ARTICLE
|
doi:10.20944/preprints202307.1115.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
InSAR-based method; coal mine goaf; prediction of long-term land subsidence; concatenation of multiple short-term monitoring data
Online: 18 July 2023 (02:35:57 CEST)
ARTICLE
|
doi:10.20944/preprints202407.1103.v1
Subject:
Environmental And Earth Sciences,
Geophysics And Geology
Keywords:
anomalies of geoelectric field; non-uniform variations; tectonic activities; dominant azimuth angle; three elements of earthquake prediction; Jishishan Ms6.2 earthquake
Online: 16 July 2024 (04:46:53 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0016.v1
Subject:
Engineering,
Civil Engineering
Keywords:
Remote sensing; Photogrammetry; Life cycle modeling; Time series forecasting; Structural damage; Stochastic modeling; Convex Hull; ARIMA; VAR; Fatigue crack prediction
Online: 1 July 2019 (12:23:16 CEST)
REVIEW
|
doi:10.20944/preprints202306.0228.v2
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
Prognostics; Ageing; Lithium-Ion Batteries; EV Batteries; Degradation; Electric vehicles; Failure; Solid Electrolyte Interphase; Lifespan Estimation; Battery Performance; Diagnostics; Lifetime Prediction
Online: 21 November 2023 (13:16:44 CET)
ARTICLE
|
doi:10.20944/preprints202310.1743.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
prediction capabilities for website defacement; website defacement assessment; classification metrics for website hackticism; website defacement risks
Online: 27 October 2023 (05:27:14 CEST)
ARTICLE
|
doi:10.20944/preprints202309.0783.v1
Subject:
Environmental And Earth Sciences,
Atmospheric Science And Meteorology
Keywords:
Meteorological drought; Hydrological drought; Drought risk prediction; future climate and land use land cover change scenarios
Online: 13 September 2023 (02:41:43 CEST)
ARTICLE
|
doi:10.20944/preprints202308.1358.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
artificial intelligence; classification models; educational data mining; educational machine learning; feature selection; student performance prediction; taxonomy
Online: 18 August 2023 (09:52:57 CEST)
ARTICLE
|
doi:10.20944/preprints202306.0353.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
radiomics; radiotherapy; artificial intelligence (AI; prognosis prediction; clinical factors; machine learning; non-small cell lung cancer
Online: 5 June 2023 (16:32:52 CEST)
REVIEW
|
doi:10.20944/preprints202202.0042.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
plant breeding; two-part strategy; recurrent selection; population improvement; product development; optimization; genetic gain; cross-prediction
Online: 2 February 2022 (18:07:58 CET)
ARTICLE
|
doi:10.20944/preprints202111.0447.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Immunotherapy; immune-checkpoint inhibitor; response prediction; men and women; pembrolizumab; nivolumab; atezolizumab; ECOG; CRP; chemo-immunotherapy
Online: 24 November 2021 (09:02:46 CET)
ARTICLE
|
doi:10.20944/preprints201805.0248.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
software fault prediction; data preprocessing; feature selection; rough set theory; class imbalance; noise filter; easy ensemble
Online: 17 May 2018 (13:01:51 CEST)
ARTICLE
|
doi:10.20944/preprints202206.0359.v1
Subject:
Medicine And Pharmacology,
Pathology And Pathobiology
Keywords:
Kaposi’s sarcoma-associated virus (KSHV); Viral pre-initiation complex (vPIC); Bimolecular fluorescence complementation (BiFC); Artificial intelligence (AI) structure prediction; AlphaFold2
Online: 27 June 2022 (10:15:34 CEST)
ARTICLE
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
wind power forecasting; short-term prediction; hybrid deep learning; wind farm; long short term memory; gated recurrent network and convolutional layers
Online: 22 September 2020 (03:45:59 CEST)
ARTICLE
|
doi:10.20944/preprints202211.0148.v1
Subject:
Public Health And Healthcare,
Health Policy And Services
Keywords:
COVID-19 pandemic; Infectious diseases; Global diffusion; Environmental factors; Compartmental models; Epidemiologic models; Outlook; Prediction; Preparedness; Surveillance; Health policy; Crisis management; Strategies.
Online: 8 November 2022 (08:40:47 CET)
ARTICLE
|
doi:10.20944/preprints202312.1430.v1
Subject:
Medicine And Pharmacology,
Neuroscience And Neurology
Keywords:
Alzheimer’s disease 1; plasma amyloid 2; SIMOA 3; plasma Aβ42/Aβ40 ratio 4; amyloid prediction 5; biomarkers 6; Alzheimer’s disease screening 7
Online: 19 December 2023 (10:19:53 CET)
ARTICLE
Subject:
Medicine And Pharmacology,
Pharmacology And Toxicology
Keywords:
skin sensitization potential; prediction; in silico models; machine learning; local lymph node assay (LLNA); cosmetics; drugs; pesticides; chemical space; applicability domain
Online: 29 August 2019 (04:38:16 CEST)
ARTICLE
|
doi:10.20944/preprints202404.1854.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
citation prediction; machine learning; data mining; graph mining; feature extraction; multilabel classification; pagerank; betweenness centrality
Online: 29 April 2024 (04:22:54 CEST)
ARTICLE
|
doi:10.20944/preprints202306.2253.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Epilepsy; Seizure Prediction; Preictal; Federated Learning (FL); Spiking Encoder; Graph Convolutional Neural Network (GCNN); Patient-specific Personalization
Online: 30 June 2023 (14:48:14 CEST)
REVIEW
|
doi:10.20944/preprints202305.0196.v1
Subject:
Medicine And Pharmacology,
Endocrinology And Metabolism
Keywords:
Enzyme-linked immunosorbent assay; Epitope, Glutamic acid decarboxylase; Latent-autoimmune diabetes in adults; Prediction; Type 1 diabetes
Online: 4 May 2023 (05:18:16 CEST)
ARTICLE
|
doi:10.20944/preprints202304.0785.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Wind Speed Prediction; Variational Mode Decomposition (VMD); Autoregressive Moving Average(ARMA); Broad Learning System (BLS); Error Compensation
Online: 23 April 2023 (07:36:46 CEST)
REVIEW
|
doi:10.20944/preprints202111.0044.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
deep reinforcement learning; model-based RL; hierarchy; trading; cryptocurrency; foreign exchange; stock market; risk; prediction; reward shaping
Online: 2 November 2021 (10:57:23 CET)
ARTICLE
Subject:
Engineering,
Electrical And Electronic Engineering
Keywords:
antenna array; ambience monitoring; deep learning; internet of things (IoT); RF energy harvesting; rectenna; time series prediction
Online: 14 July 2020 (03:21:28 CEST)
ARTICLE
|
doi:10.20944/preprints201907.0351.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
evaporation; meteorological parameters; Gaussian process regression; support vector regression; machine learning modeling; hydrology; prediction; data science; hydroinformatics
Online: 31 July 2019 (10:58:29 CEST)
ARTICLE
|
doi:10.20944/preprints201707.0050.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
ventilation process prediction; safety of mine ventilation system; sensitivity of the main air flows in ventilation subnetworks
Online: 18 July 2017 (12:27:46 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0112.v1
Subject:
Medicine And Pharmacology,
Other
Keywords:
forensic medicine; forensic dentistry; forensic anthropology; 3D CNN; AI; deep learning; biological age determination; sex determination; 3D cephalometric; AI face estimation; growth prediction
Online: 5 November 2021 (10:00:56 CET)
ARTICLE
|
doi:10.20944/preprints202212.0098.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Hodgkin lymphoma; chemotherapy; positron emission tomography computed tomography (PET-CT); fluorodeoxyglucose F18 (18F-FDG); Deauville score; standardized uptake value (SUV); response prediction.
Online: 6 December 2022 (09:55:58 CET)
ARTICLE
|
doi:10.20944/preprints202111.0229.v1
Subject:
Medicine And Pharmacology,
Oncology And Oncogenics
Keywords:
Total metabolic tumor volume; bone marrow to liver ratio; PET/CT; overall survival; immunotherapy; immune checkpoint inhibitor; standardized uptake value; response prediction
Online: 12 November 2021 (14:59:35 CET)
ARTICLE
|
doi:10.20944/preprints202012.0637.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
miRNA; gene targets; intronic miRNA; miRNA prediction; human miRNAs; PHEX miRNAs; chimpanzee homologues; experimentally-validated miRNA targets; miRNA computational survey; miRNA target multiplicity
Online: 24 December 2020 (15:30:33 CET)
CONCEPT PAPER
|
doi:10.20944/preprints202204.0104.v1
Subject:
Computer Science And Mathematics,
Mathematical And Computational Biology
Keywords:
Method validation; droplet digital PCR; orthogonal factorial design; variance components; Poisson assumption; cloglog model; target DNA copies per droplet; Monte Carlo; prediction interval
Online: 12 April 2022 (08:46:49 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0560.v1
Subject:
Environmental And Earth Sciences,
Sustainable Science And Technology
Keywords:
Urbanization growth prediction; Sustainable development, Land Change Modeler; IDRISI Selva; Land use land cover; Coastal cities; Lagos; Markov Chain; Multi-Layer Perceptron; Sustainability; Agenda 2063
Online: 23 July 2020 (12:32:04 CEST)
ARTICLE
|
doi:10.20944/preprints202401.0692.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
multi-objective genetic algorithms; neural networks; forecasting models; ensemble models; prediction intervals; probabilistic forecasting; day-ahead energy markets.
Online: 9 January 2024 (10:16:12 CET)
ARTICLE
|
doi:10.20944/preprints202308.1351.v1
Subject:
Computer Science And Mathematics,
Computer Science
Keywords:
modular neural networks; convolutional neural networks; recurrent neural networks; rational choice theory; price fluctuations; sentiment analysis; Forex prediction
Online: 18 August 2023 (09:36:17 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0377.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
deep learning; time series prediction; long short-term memory; recurrent neural network; maximum correlation kurtosis deconvolution; cuckoo search.
Online: 22 November 2021 (10:55:00 CET)
ARTICLE
|
doi:10.20944/preprints202111.0181.v1
Subject:
Engineering,
Control And Systems Engineering
Keywords:
human-robot interaction; human-robot collaboration; collaborative robots; motion planning; robot control; human motion prediction; human-following robots
Online: 9 November 2021 (14:12:17 CET)
ARTICLE
|
doi:10.20944/preprints202105.0524.v1
Subject:
Medicine And Pharmacology,
Immunology And Allergy
Keywords:
Hsp70; sandwich ELISA; liquid biopsy; tumor biomarker; exosomes; prediction; response monitoring; non-small cell lung carcinoma (NSCLC); glioblastoma
Online: 21 May 2021 (15:06:37 CEST)
ARTICLE
|
doi:10.20944/preprints202009.0377.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
machine learning; prediction; adaptive neuro-fuzzy inference system; adaptive network-based fuzzy inference system; diffuse fraction; multilayer perceptron
Online: 17 September 2020 (05:46:25 CEST)
ARTICLE
|
doi:10.20944/preprints202211.0395.v1
Subject:
Chemistry And Materials Science,
Polymers And Plastics
Keywords:
polymeric composite drilling; GFRP reinforced with Ti interlayers; hole drilling quality; delaminations; defect severity prediction; ANN based prognosis of the quality; tool geometry and machining conditions.
Online: 22 November 2022 (02:32:05 CET)
ARTICLE
|
doi:10.20944/preprints202405.1028.v1
Subject:
Engineering,
Safety, Risk, Reliability And Quality
Keywords:
Machine Learning; Imbalance; Software Defect Prediction; NASA MDP; Random Forest; Software Quality; Generalization; Cost-Sensitive; Cross-language; Cross-Project
Online: 16 May 2024 (08:17:00 CEST)
ARTICLE
|
doi:10.20944/preprints202311.1617.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Chromatin immunoprecipitation followed by sequencing; transcription factors binding sites prediction; cooperative binding of transcription factors; motifs conservation; classification of transcription factors; direct binding of transcription factors
Online: 27 November 2023 (07:26:54 CET)
ARTICLE
|
doi:10.20944/preprints202105.0480.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
camptothecin; drug distribution; drug-membrane interaction; biophysical profiling; biomimetic models; partition coefficient; ADMET/PK prediction; small and wide-angle X-ray diffraction; fluorescence spectroscopy; human serum albumin (HSA)
Online: 20 May 2021 (10:52:33 CEST)
ARTICLE
|
doi:10.20944/preprints202308.0937.v1
Subject:
Public Health And Healthcare,
Public, Environmental And Occupational Health
Keywords:
Google Trends; disease prediction; Lyme disease; Lyme; Big Data; One Health; negative binomial; mixed models; zoonotic disease; tick-borne disease
Online: 11 August 2023 (11:01:40 CEST)
ARTICLE
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
peloids; waste to energy; waste to carbon; circular economy; torrefied biomass; kinetics lifetime prediction; mass balance; energy balance; fuel properties
Online: 30 August 2021 (10:28:20 CEST)
ARTICLE
|
doi:10.20944/preprints201903.0131.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
energy consumption; prediction; machine learning models; deep learning models; 21 artificial intelligence (AI); computational intelligence (CI); forecasting; soft computing (SC)
Online: 11 March 2019 (10:09:33 CET)
ARTICLE
|
doi:10.20944/preprints202009.0491.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; KNN; energy consumption; energy-intensive manufacturing; time series prediction; industry
Online: 21 September 2020 (04:19:45 CEST)
ARTICLE
|
doi:10.20944/preprints201910.0238.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
hybrid machine learning model; transportation infrastructure; flexible pavement; remaining service life prediction; pavement condition index; support vector regression; fruit fly optimization algorithm (foa); gene expression programming (gep); svr-foa
Online: 20 October 2019 (17:11:10 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0735.v1
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
Variant of Unknown Significance (VUS); Single-Nucleotide Variant (SNV); Variant Effect Prediction (VEP); Stacked Ensemble of Supervised Deep Learners (SESDL); Next Generation Sequencing (NGS); Alternative Allele Frequency (AAF).
Online: 31 July 2020 (06:13:53 CEST)
ARTICLE
|
doi:10.20944/preprints202302.0065.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
OpenAI; ChatGPT; GPT-3; text-davinci-003; chatbots; prediction; scenario planning; scenario generation; future research; artificial intelligence; human-AI interaction; collaboration
Online: 3 February 2023 (09:34:38 CET)
ARTICLE
|
doi:10.20944/preprints202208.0451.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
text splitting; text tokenization; transfer learning; mask-fill prediction; NLP linguistic rules; missing punctuations; cross-lingual BERT model; Masked Language Modeling
Online: 26 August 2022 (05:19:39 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0202.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
solar energy; solar radiation prediction; hybrid machine learning; feature selection; feature extraction; classification algorithms; regression analysis; weather research and forecasting (WRF)
Online: 10 November 2021 (10:48:15 CET)
ARTICLE
|
doi:10.20944/preprints202008.0448.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
airport operation and management; air passenger index(API) prediction; machine learning(ML); mutual information(MI); support vector regression (SVR); K-Means
Online: 20 August 2020 (08:31:36 CEST)
ARTICLE
|
doi:10.20944/preprints202008.0392.v1
Subject:
Computer Science And Mathematics,
Information Systems
Keywords:
airport operation and management; air passenger index(API) prediction; machine learning(ML); mutual information(MI); support vector regression (SVR); K-Means
Online: 18 August 2020 (16:25:20 CEST)
ARTICLE
|
doi:10.20944/preprints201910.0141.v1
Subject:
Engineering,
Civil Engineering
Keywords:
transportation engineering; flexible pavement; pavement condition index prediction; falling weight deflectometer; mlp neural network; rbf neural network; intelligent machine system committee
Online: 12 October 2019 (06:08:32 CEST)
ARTICLE
|
doi:10.20944/preprints202308.2097.v1
Subject:
Engineering,
Industrial And Manufacturing Engineering
Keywords:
Prediction of tensile splitting strength; quality in concrete paving blocks; density of the fresh paving block; water absorption of concrete paving blocks; weight of the fresh paving blocks
Online: 31 August 2023 (09:33:10 CEST)
ARTICLE
|
doi:10.20944/preprints202403.1678.v1
Subject:
Medicine And Pharmacology,
Obstetrics And Gynaecology
Keywords:
Endometriosis Severity Prediction; Numerical Multi-Scoring System of Endometriosis (NMS-E); Preoperative Diagnostic Method; deep endometriosis; Transvaginal Ultrasound; pelvic examination; Surgical Duration Estimation; laparoscopic surgery for endometriosis; r-ASRM classification.
Online: 27 March 2024 (11:59:51 CET)
ARTICLE
|
doi:10.20944/preprints201905.0079.v1
Subject:
Engineering,
Civil Engineering
Keywords:
machine learning, computational fluid dynamics (CFD), hybrid model, adaptive neuro-fuzzy inference system (ANFIS), artificial intelligence, big data, prediction, forecasting, optimization, hydrodynamics, fluid dynamics, soft computing, computational intelligence, computational fluid mechanics
Online: 7 May 2019 (11:30:56 CEST)
ARTICLE
|
doi:10.20944/preprints202111.0415.v1
Subject:
Engineering,
Mechanical Engineering
Keywords:
Precision stage; Balanced platform; Balancing weight; Drive force offset; Yaw motion; Abbe er-ror; Error prediction; Low-cost stage; Open frame stage; Linear motion guide (LM Guide); Py-thon; GEKKO; ANSYS bushing joint
Online: 23 November 2021 (09:47:56 CET)
ARTICLE
|
doi:10.20944/preprints202306.1294.v1
Subject:
Computer Science And Mathematics,
Probability And Statistics
Keywords:
Generalized Bayes; learning rate parameter; exponential distribution; joint type-II censoring; point predictor; prediction intervals; squared-error loss; Linex loss; general entropy loss.
Online: 19 June 2023 (05:12:04 CEST)
ARTICLE
|
doi:10.20944/preprints202201.0107.v1
Subject:
Engineering,
Energy And Fuel Technology
Keywords:
Very short term load forecasting; VSTLF; Short term load forecasting; STLF; deep learning; RNN; LSTM; GRU; machine learning; SVR; random forest; extreme gradient boosting, energy consumption; ARIMA; time series prediction.
Online: 10 January 2022 (12:17:35 CET)
ARTICLE
|
doi:10.20944/preprints202105.0272.v1
Subject:
Engineering,
Automotive Engineering
Keywords:
real-time quality prediction; spatio-temporal features; feature importance; recurrent neural network; high-speed infrared imaging; convolutional neural network; lack of fusion (false friends)
Online: 12 May 2021 (13:55:12 CEST)
ARTICLE
|
doi:10.20944/preprints202001.0227.v1
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
transportation; mobility; prediction model; pavement management; pavement condition index; falling weight deflectometer; multilayer perceptron; radial basis function; artificial neural network; intelligent machine system committee
Online: 20 January 2020 (11:08:32 CET)
ARTICLE
|
doi:10.20944/preprints201905.0124.v3
Subject:
Computer Science And Mathematics,
Artificial Intelligence And Machine Learning
Keywords:
air pollution prediction; flue gas; mercury emissions; adaptive neuro-fuzzy inference system (ANFIS); particle swarm optimization (PSO); ANFIS-PSO; hybrid machine learning model; data science; particulate matter; health hazards of air pollution; air quality
Online: 12 August 2019 (05:19:37 CEST)
ARTICLE
|
doi:10.20944/preprints202007.0639.v2
Subject:
Biology And Life Sciences,
Biochemistry And Molecular Biology
Keywords:
chromatin immunoprecipitation with massively parallel sequencing, transcription factors binding sites prediction; cooperative binding of transcription factors; composite elements; motifs conservation; classification of transcription factors; ETS transcription factor family; direct binding of transcription factors; overlap of motifs
Online: 20 August 2020 (13:43:09 CEST)